The box sat on the welcome mat, a silent accusation. The name "Olivia Reynolds" meant nothing to him. He had been expecting nothing, and yet, the arrival felt like a disturbance. He felt a deep ache within him, a kind of hollowness that settled in his bones.

He shuffled inside, the soles of his feet dragging across the wooden floor. He left the package unopened by the front door. He just wanted to disappear, to dissolve into the silence of the empty apartment. The world outside felt like too much effort to engage with.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322